Other packages > Find by keyword >

TSLA  

Tree-Guided Rare Feature Selection and Logic Aggregation
View on CRAN: Click here


Download and install TSLA package within the R console
Install from CRAN:
install.packages("TSLA")

Install from Github:
library("remotes")
install_github("cran/TSLA")

Install by package version:
library("remotes")
install_version("TSLA", "0.1.1")



Attach the package and use:
library("TSLA")
Maintained by
Jianmin Chen
[Scholar Profile | Author Map]
First Published: 2025-02-10
Latest Update: 2025-02-10
Description:
Implementation of the tree-guided feature selection and logic aggregation approach introduced in Chen et al. (2024) <doi:10.1080/01621459.2024.2326621>. The method enables the selection and aggregation of large-scale rare binary features with a known hierarchical structure using a convex, linearly-constrained regularized regression framework. The package facilitates the application of this method to both linear regression and binary classification problems by solving the optimization problem via the smoothing proximal gradient descent algorithm (Chen et al. (2012) <doi:10.1214/11-AOAS514>).
How to cite:
Jianmin Chen (2025). TSLA: Tree-Guided Rare Feature Selection and Logic Aggregation. R package version 0.1.1, https://cran.r-project.org/web/packages/TSLA. Accessed 04 Apr. 2025.
Previous versions and publish date:
0.1.1 (2025-02-10 12:30)
Other packages that cited TSLA R package
View TSLA citation profile
Other R packages that TSLA depends, imports, suggests or enhances
Complete documentation for TSLA
Functions, R codes and Examples using the TSLA R package
Full TSLA package functions and examples
Downloads during the last 30 days
03/0503/0603/0703/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for TSLA051015202530354045TrendBars

Today's Hot Picks in Authors and Packages

GeDS  
Geometrically Designed Spline Regression
Spline Regression, Generalized Additive Models, and Component-wise Gradient Boosting, utilizing Geo ...
Download / Learn more Package Citations See dependency  
PakPMICS2014HH  
Multiple Indicator Cluster Survey (MICS) 2014 Household Questionnaire Data for Punjab, Pakistan
Provides data set and function for exploration of Multiple Indicator Cluster Survey (MICS) 2014 Hous ...
Download / Learn more Package Citations See dependency  
Rexperigen  
R Interface to Experigen
Provides convenience functions to communicate with an Experigen server: Experigen ( ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
RMixpanel  
API for Mixpanel
Provides an interface to many endpoints of Mixpanel's Data Export, Engage and JQL API. The R functio ...
Download / Learn more Package Citations See dependency  
metaprotr  
Metaproteomics Post-Processing Analysis
Set of tools for descriptive analysis of metaproteomics data generated from high-throughput mass ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA